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polar-ai
by
sujatha nayak
sujatha nayakai-based online exam cheating detection system
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Good Morning, Dr. Priya Sharma
College Admin • polar-ai Proctoring Dashboard
12 Active Exams+12 this week
Total Exams
1,284
Across all institutions
+9 today
Flagged Activities
347
18 require review
+4.3%
Pass Rate
87.4%
Up from 83.1% last month
Stable
Avg Proctoring Score
91.2
Out of 100 integrity points
Live ExamsLive
4 Active
Real-Time Alerts
LIVE
Eye Movement AnomalyCritical
Tab Switch DetectedWarning
Audio AnomalyCritical
Rapid Question SwitchWarning
Face Not DetectedCritical
Multiple Login AttemptInfo
Top Flagged Users
Sorted by flag count1
RM
9 flags
Critical2
PS
7 flags
High3
AV
6 flags
High4
NR
5 flags
Medium5
DK
4 flags
Medium6
SP
2 flags
LowBehavioral Analytics
Eye Movement Heatmap
AI ActiveFACE DETECTED
REC
Gaze:
High Focus
Medium
Low Focus
4.2s
Avg Gaze Hold
31
Off-Screen Events
78%
Screen Focus Rate
Cheating Confidence Score
Alert Threshold (70%)
1007550250
09:0009:3010:0010:30
Recent Activity
Last 10 proctoring events · Auto-refreshes every 30s
Timestamp | Exam | Student ID | Activity Type | AI Confidence | Action Taken | |
|---|---|---|---|---|---|---|
| Data Structures & Algorithms | STU-***-8841 | ⇌ Tab Switch | 🚩 Flagged | |||
| Physics Board Exam 2026 | STU-***-3317 | 🔊 Audio Alert | 🔔 Notified | |||
| Machine Learning Certification | STU-***-5522 | 👁 Eye Movement | 📋 Logged | |||
| NEET Mock Test - Biology | STU-***-9901 | 🚫 Face Not Detected | 🚨 Escalated | |||
| Java Programming Fundamentals | STU-***-4478 | ⚡ Rapid Q-Switch | 🚩 Flagged | |||
| English Language Proficiency | STU-***-2230 | ⚠ Multiple Login | 🚨 Escalated | |||
| Database Systems Mid-Sem | STU-***-7761 | 🔊 Audio Alert | ✓ Dismissed | |||
| Chemistry Board Exam 2026 | STU-***-6643 | ⏸ Idle Session | 🔔 Notified | |||
| Machine Learning Certification | STU-***-3391 | ⇌ Tab Switch | 🚩 Flagged | |||
| NEET Mock Test - Biology | STU-***-8812 | 👁 Eye Movement | 📋 Logged |
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